{"id":"https://openalex.org/W4415003697","doi":"https://doi.org/10.1109/acit65614.2025.11185824","title":"Constructing a Metamodel of Inductive Modeling Algorithms","display_name":"Constructing a Metamodel of Inductive Modeling Algorithms","publication_year":2025,"publication_date":"2025-09-17","ids":{"openalex":"https://openalex.org/W4415003697","doi":"https://doi.org/10.1109/acit65614.2025.11185824"},"language":"en","primary_location":{"id":"doi:10.1109/acit65614.2025.11185824","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acit65614.2025.11185824","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 15th International Conference on Advanced Computer Information Technologies (ACIT)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5077075180","display_name":"Yevheniya Savchenko-Syniakova","orcid":null},"institutions":[{"id":"https://openalex.org/I4210141563","display_name":"Institute of Information Technologies","ror":"https://ror.org/03ypsgm65","country_code":"BG","type":"facility","lineage":["https://openalex.org/I24768866","https://openalex.org/I4210141563"]}],"countries":["BG"],"is_corresponding":true,"raw_author_name":"Yevheniya Savchenko-Syniakova","raw_affiliation_strings":["Modelling Institute of Information Technologies and Systems of the NAS,Department for Information Technologies of Inductive,Kyiv,Ukraine"],"affiliations":[{"raw_affiliation_string":"Modelling Institute of Information Technologies and Systems of the NAS,Department for Information Technologies of Inductive,Kyiv,Ukraine","institution_ids":["https://openalex.org/I4210141563"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034956989","display_name":"Volodymyr Stepashko","orcid":"https://orcid.org/0000-0001-7882-3208"},"institutions":[{"id":"https://openalex.org/I4210141563","display_name":"Institute of Information Technologies","ror":"https://ror.org/03ypsgm65","country_code":"BG","type":"facility","lineage":["https://openalex.org/I24768866","https://openalex.org/I4210141563"]}],"countries":["BG"],"is_corresponding":false,"raw_author_name":"Volodymyr Stepashko","raw_affiliation_strings":["Modelling Institute of Information Technologies and Systems of the NAS,Department for Information Technologies of Inductive,Kyiv,Ukraine"],"affiliations":[{"raw_affiliation_string":"Modelling Institute of Information Technologies and Systems of the NAS,Department for Information Technologies of Inductive,Kyiv,Ukraine","institution_ids":["https://openalex.org/I4210141563"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5077075180"],"corresponding_institution_ids":["https://openalex.org/I4210141563"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.15465982,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"241","last_page":"244"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14351","display_name":"Statistical and Computational Modeling","score":0.7555999755859375,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T14351","display_name":"Statistical and Computational Modeling","score":0.7555999755859375,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/metamodeling","display_name":"Metamodeling","score":0.8478999733924866},{"id":"https://openalex.org/keywords/structuring","display_name":"Structuring","score":0.7516999840736389},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5665000081062317},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5184999704360962},{"id":"https://openalex.org/keywords/knowledge-representation-and-reasoning","display_name":"Knowledge representation and reasoning","score":0.3950999975204468},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.3601999878883362},{"id":"https://openalex.org/keywords/inductive-reasoning","display_name":"Inductive reasoning","score":0.326200008392334},{"id":"https://openalex.org/keywords/expert-system","display_name":"Expert system","score":0.3163999915122986}],"concepts":[{"id":"https://openalex.org/C86610423","wikidata":"https://www.wikidata.org/wiki/Q1925081","display_name":"Metamodeling","level":2,"score":0.8478999733924866},{"id":"https://openalex.org/C2775945657","wikidata":"https://www.wikidata.org/wiki/Q381442","display_name":"Structuring","level":2,"score":0.7516999840736389},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6662999987602234},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5665000081062317},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5184999704360962},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.450300008058548},{"id":"https://openalex.org/C161301231","wikidata":"https://www.wikidata.org/wiki/Q3478658","display_name":"Knowledge representation and reasoning","level":2,"score":0.3950999975204468},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.3601999878883362},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3479999899864197},{"id":"https://openalex.org/C21563000","wikidata":"https://www.wikidata.org/wiki/Q484511","display_name":"Inductive reasoning","level":2,"score":0.326200008392334},{"id":"https://openalex.org/C58328972","wikidata":"https://www.wikidata.org/wiki/Q184609","display_name":"Expert system","level":2,"score":0.3163999915122986},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.31610000133514404},{"id":"https://openalex.org/C197352929","wikidata":"https://www.wikidata.org/wiki/Q1074074","display_name":"Inductive bias","level":4,"score":0.3140000104904175},{"id":"https://openalex.org/C2776542497","wikidata":"https://www.wikidata.org/wiki/Q5266672","display_name":"Development (topology)","level":2,"score":0.28929999470710754},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.2883000075817108},{"id":"https://openalex.org/C2993131915","wikidata":"https://www.wikidata.org/wiki/Q484511","display_name":"Inductive method","level":3,"score":0.28600001335144043},{"id":"https://openalex.org/C4554734","wikidata":"https://www.wikidata.org/wiki/Q593744","display_name":"Knowledge base","level":2,"score":0.27399998903274536},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.2671999931335449},{"id":"https://openalex.org/C12426560","wikidata":"https://www.wikidata.org/wiki/Q189569","display_name":"Basis (linear algebra)","level":2,"score":0.2632000148296356},{"id":"https://openalex.org/C2775966667","wikidata":"https://www.wikidata.org/wiki/Q6423384","display_name":"Knowledge modeling","level":3,"score":0.2540999948978424},{"id":"https://openalex.org/C115925183","wikidata":"https://www.wikidata.org/wiki/Q1412694","display_name":"Knowledge-based systems","level":2,"score":0.2502000033855438}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/acit65614.2025.11185824","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acit65614.2025.11185824","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 15th International Conference on Advanced Computer Information Technologies (ACIT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1553939018","https://openalex.org/W1558516341","https://openalex.org/W2575732461","https://openalex.org/W2770839727","https://openalex.org/W2899546751","https://openalex.org/W2981172219","https://openalex.org/W3117731867","https://openalex.org/W3146440365","https://openalex.org/W3196568706","https://openalex.org/W4229625165","https://openalex.org/W4365140425"],"related_works":[],"abstract_inverted_index":{"This":[0],"paper":[1],"investigates":[2],"the":[3,9,31,75,78,90,100],"problem":[4],"of":[5,11,20,33,53,64,69,77,80,89,96,99],"structuring":[6,63],"knowledge":[7,65],"in":[8,50],"field":[10],"inductive":[12,34,70],"modeling.":[13],"Inductive":[14],"modeling":[15,35,71,101],"algorithms":[16,40,72],"are":[17],"effective":[18],"means":[19],"automatically":[21],"constructing":[22],"models":[23],"based":[24],"on":[25,66],"experimental":[26],"data.":[27],"In":[28],"this":[29,84],"area,":[30],"theory":[32],"has":[36],"been":[37,44,57],"developed,":[38,45],"new":[39],"and":[41,46,62],"software":[42],"have":[43,56],"many":[47],"applied":[48],"problems":[49],"various":[51],"areas":[52],"human":[54],"activity":[55],"successfully":[58],"solved.":[59],"The":[60],"organization":[61],"typical":[67],"components":[68,98],"occur":[73],"within":[74],"framework":[76],"development":[79],"a":[81],"metamodel":[82,91],"for":[83],"area.":[85],"A":[86],"general":[87],"representation":[88],"is":[92],"proposed,":[93],"including":[94],"sub-metamodels":[95],"individual":[97],"process.":[102]},"counts_by_year":[],"updated_date":"2026-03-07T16:01:11.037858","created_date":"2025-10-10T00:00:00"}